8 citations · 11 across the 3 of their papers we have counts for
3 papers
Nonparametric Clustering of Functional Data Using Pseudo-Densities
Mattia Ciollaro, Christopher R. Genovese, Daren Wang
We study nonparametric clustering of smooth random curves on the basis of the L2 gradient flow associated to a pseudo-density functional and we show that the clustering is well-def…
The functional mean-shift algorithm for mode hunting and clustering in infinite dimensions
Mattia Ciollaro, Christopher Genovese, Jing Lei +1
We introduce the functional mean-shift algorithm, an iterative algorithm for estimating the local modes of a surrogate density from functional data. We show that the algorithm can…
Functional Regression for Quasar Spectra
Mattia Ciollaro, Jessi Cisewski, Peter Freeman +4
The Lyman-alpha forest is a portion of the observed light spectrum of distant galactic nuclei which allows us to probe remote regions of the Universe that are otherwise inaccessibl…